In this section, we demonstrate the use of our proposed enhancement method on a challenging smoke/non-smoke classification dataset [1]}, [2]}. We first introduce the dataset, followed by a thorough analysis of the proposed method. The analysis includes, comparison of our proposed method with baseline RGB images, other popular enhancement methods, and ending with a comparison to saturation histogram based classification methodologies.
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